Stulpinas Rokas, Zilenaite-Petrulaitiene Dovile, Rasmusson Allan, Gulla Aiste, Grigonyte Agne, Strupas Kestutis, Laurinavicius Arvydas
Faculty of Medicine, Institute of Biomedical Sciences, Department of Pathology, Forensic Medicine and Pharmacology, Vilnius University, 03101 Vilnius, Lithuania.
National Center of Pathology, Affiliate of Vilnius University Hospital Santaros Clinics, 08406 Vilnius, Lithuania.
Cancers (Basel). 2023 Jan 5;15(2):366. doi: 10.3390/cancers15020366.
Hepatocellular carcinoma (HCC) often emerges in the setting of long-standing inflammatory liver disease. CD8 lymphocytes are involved in both the antitumoral response and hepatocyte damage in the remaining parenchyma. We investigated the dual role of CD8 lymphocytes by assessing density profiles at the interfaces of both HCC and perineoplastic liver parenchyma with surrounding stroma in whole-slide immunohistochemistry images of surgical resection samples. We applied a hexagonal grid-based digital image analysis method to sample the interface zones and compute the CD8 density profiles within them. The prognostic value of the indicators was explored in the context of clinicopathological, peripheral blood testing, and surgery data. Independent predictors of worse OS were a low standard deviation of CD8+ density along the tumor edge, high mean CD8+ density within the epithelial aspect of the perineoplastic liver-stroma interface, longer duration of surgery, a higher level of aspartate transaminase (AST), and a higher basophil count in the peripheral blood. A combined score, derived from these five independent predictors, enabled risk stratification of the patients into three prognostic categories with a 5-year OS probability of 76%, 40%, and 8%. Independent predictors of longer RFS were stage pT1, shorter duration of surgery, larger tumor size, wider tumor-free margin, and higher mean CD8+ density in the epithelial aspect of the tumor-stroma interface. We conclude that (1) our computational models reveal independent and opposite prognostic impacts of CD8+ cell densities at the interfaces of the malignant and non-malignant epithelium interfaces with the surrounding stroma; and (2) together with pathology, surgery, and laboratory data, comprehensive prognostic models can be constructed to predict patient outcomes after liver resection due to HCC.
肝细胞癌(HCC)常出现在长期炎症性肝病的背景下。CD8淋巴细胞既参与抗肿瘤反应,也参与剩余实质中的肝细胞损伤。我们通过在手术切除样本的全切片免疫组织化学图像中评估HCC和瘤旁肝实质与周围基质界面处的密度分布,研究了CD8淋巴细胞的双重作用。我们应用基于六边形网格的数字图像分析方法对界面区域进行采样,并计算其中的CD8密度分布。在临床病理、外周血检测和手术数据的背景下探讨了这些指标的预后价值。总生存期较差的独立预测因素包括肿瘤边缘CD8 +密度的低标准差、瘤旁肝 - 基质界面上皮方面的高平均CD8 +密度、手术时间较长、天冬氨酸转氨酶(AST)水平较高以及外周血嗜碱性粒细胞计数较高。由这五个独立预测因素得出的综合评分能够将患者分为三个预后类别,5年总生存期概率分别为76%、40%和8%。无复发生存期较长的独立预测因素包括pT1期、手术时间较短、肿瘤较大、切缘较宽以及肿瘤 - 基质界面上皮方面的平均CD8 +密度较高。我们得出结论:(1)我们的计算模型揭示了恶性和非恶性上皮界面与周围基质界面处CD8 +细胞密度的独立且相反的预后影响;(2)结合病理、手术和实验室数据,可以构建综合预后模型来预测HCC肝切除术后的患者预后。